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Congestion and Critical Fluctuation in the Internet Information Traffics and Control of Complex Systems

Research Project

Project/Area Number 13831010
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 数理物理・物性基礎
Research InstitutionFuture University-Hakodate

Principal Investigator

TAKAYASU Misako  Future University-Hakodate, School of Systems Information Science, Associate Professor (20296776)

Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2003: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2002: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2001: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsInternet / Congestion / Phase Transition / 1/f fluctuations / protocol / maximum efficiency / 情報流 / 臨界点制御 / 自己変調過程 / 移動平均 / LEAP / TCP/IP / 渋滞制御 / 臨界点 / 転送効率 / イーサネット
Research Abstract

In this research I analyzed detail traffic data of information flow in the Internet. It is shown that there are two phases : One is the congestion phase in which information packets are likely to be lost and re-submitted. The other is the non-congestion phase in which packets run smoothly. The phase is determined by the amount of information input. At the critical amount of information flow critical behaviors such as the 1/f fluctuations and power law distributions are realized. I made a theoretical formulation describing these findings. It is shown that a traffic system has the maximum efficiency at the critical state that is the border of jamming and non-jamming.
On the basis of these results, I suggested an improvement of the protocol to raise efficiency of the information system.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (26 results)

All 2004 2003 2002 2001 Other

All Journal Article (6 results) (of which Peer Reviewed: 3 results) Presentation (2 results) Remarks (1 results) Publications (17 results)

  • [Journal Article] TCP Optimization for Eliminating Duplicate Segments in Congested Networks2004

    • Author(s)
      Yosuke Tamura, Misako Takayasu, Hideki Takayasu
    • Journal Title

      Journal of Information Processing Society of Japan. 45

      Pages: 1672-1680

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] TCP Optimization for Eliminating-Duplicate Segments in Congested Networks2004

    • Author(s)
      Yosuke, Tamura, Misako, Takayasu, Hideki, Takayasu
    • Journal Title

      Journal of Information Processing Society of Japan 45

      Pages: 1672-1680

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Journal Article] Self-modulation processes and resulting generic 1/f fluctuations2003

    • Author(s)
      Misako Takayasu and Hideki Takayasu
    • Journal Title

      Physica A 324

      Pages: 101-107

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Self-modulation processes and resulting generic 1/f fluctuations2003

    • Author(s)
      Misako, Takayasu, Hideki, Takayasu
    • Journal Title

      Physica A324

      Pages: 101-107

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Journal Article] Analysis of Minimal Model of Internet Traffic2002

    • Author(s)
      K. Fukuda, M. Takayasu, H. Takayasu
    • Journal Title

      Traffic and Granular Flow '01(Springer, Singapore, 2002)

      Pages: 389-400

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Journal Article] コンピュータシミュレーションによるCSMA/CDアクセス方式ネットワークトラフィックの統計物理学的解析2001

    • Author(s)
      竹島 由晃、福田 健介、高安 秀樹、高安 美佐子
    • Journal Title

      電気情報通信学会論文誌 B/5月号

      Pages: 1-9

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
    • Peer Reviewed
  • [Presentation] インターネットの情報流に見られる相転移現象と制御への応用12003

    • Author(s)
      高安 美佐子
    • Organizer
      電子情報通信学会
    • Place of Presentation
      札幌
    • Year and Date
      2003-02-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Presentation] Control of Information Traffics in the Internet2003

    • Organizer
      Annual Meeting of the Society of Information and Communication
    • Place of Presentation
      Hakodate, Japan
    • Year and Date
      2003-02-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Remarks]

    • URL

      http://www.smp.dis.titech.ac.jp/

    • Related Report
      2003 Final Research Report Summary
  • [Publications] Misako Takayasu, Hideki Takayasu: "Self-modulation processes and resulting generic 1/f fluctuations"Physica A. 324. 101-107 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Mizuno, S.Kurihara, M.Takayasu, H.Takayasu: "Analysis of high-resolution foreign exchange data of USD-JPY for 13 years"Physica A. 324. 296-302 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] N.Sazuka, T.Ohira, K.Marumo, T.Shimizu, M.Takayasu, H.Takayasu: "A dynamical structure of high-frequency currency exchange market"Physica A. 324. 366-371 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Tamura, M.Takayasu, H.takayasu: "TCP Optimization for Elimination Duplicate Segments in Congested Networks"Information Prccessing Society of Japan (IPSJ) Journal. 45-6. (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Misako Takayasu, Hideki Takayasu: "Self-modulation processes and resulting generic 1/f fluctuations"Physica A. (掲載予定). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Mizuno, S.Kurihara, M.Takayasu, H.Takayasu: "Analysis of high-resolution foreign exchange data of USD-JPY for 13 years"Physica A. (掲載予定). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Mizuno, M.Takayasu, H.Takayasu: "The mechanism of double exponential growth in hyper-inflation"Physica A. 308. 402-410 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Toru Ohira, Naoya Sazuka, Kouhei Marumo, Tokiko Shimizu, Misako Takayasu, Hideki Takayasu: "Predictability of currency market exchange"Physica A. 309. 368-374 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Kensuke Fukuda, Misako Takayasu, Hideki Takayasu: "Analysis of minimal model of Internet Traffic"Traffic and Granular Flow' 01. (掲載予定). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 高安美佐子: "取引数のゆらぎと心理時間"数理科学. 10月号. 33-37 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] K.Fukuda, M.Takayasu, H.Takayasu: "Self-similar traffic originating in the transport layer"Proceedings of Communication Networks and Distributed Systems : Modelings and simulation conference (CNDS 2001), Society for Computer Simulations. 55-60 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 竹島由晃, 福田健介, 高安秀樹, 高安美佐子: "コンピュータシミュレーションによるCSMA/CDアクセス方式ネットワークトラフィックの統計物理学的解析"電気情報通信学会論文誌B. 5月. 1-9 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Takayasu, H.Takayasu, M.P.Okazaki: "Basic Statistical Properties of High Resolution Foreign Exchange Data"Proceedings of "Empirical Science of Financial Fluctuations" in Tokyo (edited by H.Takayasu, Springer, 2001). 18-26 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Takayuki Mizuno, Makoto Katori, Hideki Takayasu, Misako Takayasu: "Statistical laws in the income of Japanese companies"Proceedings of "Empirical Science of Financial Fluctuations" in Tokyo (edited by H.Takayasu, Springer, 2001). 321-330 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Ohira, N.Sazuka, K.Marumo, T.Shimizu, M.Takayasu, H.Takayasu: "Predictability of currency market exchange"Physica A. (to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Mizuno, M.Takayasu, H.Takayasu: "The mechanism of double exponential growth in hyper-inflation"Physica A. (to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 高安秀樹, 高安美佐子: "エコノフィジックス"日本経済新聞社. 203 (2001)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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